Reading the High Court at a Distance: Topic Modelling the Legal Subject Matter and Judicial Activity of the High Court of Australia, 1903–2015

Carter, DJ, Brown, J & Rahmani, A 2016, 'Reading the High Court at a Distance: Topic Modelling the Legal Subject Matter And Judicial Activity of the High Court of Australia, 1903–2015', University of New South Wales Law Journal, vol. 39, no. 4, pp. 1300-1354

55 Pages Posted: 27 Apr 2020

See all articles by David J. Carter

David J. Carter

University of Technology Sydney, Faculty of Law

James Brown

University of Technology Sydney (UTS)

Adel Rahmani

University of Technology Sydney (UTS) - Faculty of Science

Date Written: November 22, 2016

Abstract

In this article we apply the method of quantitative textual analysis known as ‘topic modelling’ to a significant Australian legal text corpus: that of judgments of the High Court of Australia from 1903 to 2015. The High Court of Australia has been a perennial topic for study and analysis. It is the highest court in the Australian judicial hierarchy and the site of many of the most significant contests of legal doctrine and practice in Australian history. We find that the topic models generated by this research enable the development of a range of unique, novel and robust observations of the High Court’s judicial workload and the shifting make-up of its legal subject matter over time. Moreover, this article reveals the feasibility and value of topic modelling as a method for the study of legal texts and practices that might fruitfully complement other methods of legal scholarship.

Suggested Citation

Carter, David J. and Brown, James and Rahmani, Adel, Reading the High Court at a Distance: Topic Modelling the Legal Subject Matter and Judicial Activity of the High Court of Australia, 1903–2015 (November 22, 2016). Carter, DJ, Brown, J & Rahmani, A 2016, 'Reading the High Court at a Distance: Topic Modelling the Legal Subject Matter And Judicial Activity of the High Court of Australia, 1903–2015', University of New South Wales Law Journal, vol. 39, no. 4, pp. 1300-1354, Available at SSRN: https://ssrn.com/abstract=3564387

David J. Carter (Contact Author)

University of Technology Sydney, Faculty of Law ( email )

Sydney
Australia

James Brown

University of Technology Sydney (UTS) ( email )

15 Broadway, Ultimo
PO Box 123
Sydney, NSW 2007
Australia

Adel Rahmani

University of Technology Sydney (UTS) - Faculty of Science

Australia

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